community-automations/github-docs-rag

Research & Intel

PublicClaude subagent

GitHub Docs RAG

The GitHub API docs are huge, and finding the right endpoint plus its rate-limit notes means a lot of tab-hopping. This agent answers the question and shows its sources.

sonnet4 daysPineconeOpenAIGitHub APILangChain
ClaudeClaude
ROI for
README.md

Why this subagent

The GitHub API docs are huge, and finding the right endpoint plus its rate-limit notes means a lot of tab-hopping. This agent answers the question and shows its sources.

It ingests the official docs, indexes them by endpoint, and answers only from retrieved sections. Every response links straight to the relevant docs page, so a developer can verify the detail and keep reading without searching for it themselves.

How it runs

    • Read

      Used at step 01 to kick off the pipeline.

    • Write

      Used at step 01 to kick off the pipeline.

    • WebFetch

      Used at step 01 to kick off the pipeline.

    • WebSearch

      Used at step 01 to kick off the pipeline.

Sample output

json
// Sample output
// (generated when the pipeline finishes)

Answer GitHub API questions from the official docs only, citing the endpoint and a deep link for each claim.

Unlock the rest

The full agent definition, install snippet, and starter task are gated for community members.

Members get the full `.md` agent file, the npm / pnpm install one-liners, a starter prompt that we've tuned against real runs, and the open-source repo when this automation ships there. One email, magic link, done.